| End-to-End Conformal Calibration for Optimization Under Uncertainty | Sep 30, 2024 | Conformal PredictionDecision Making | CodeCode Available | 1 | 5 |
| An Interpretable Neuro-Symbolic Reasoning Framework for Task-Oriented Dialogue Generation | Mar 11, 2022 | Dialogue GenerationTask-Oriented Dialogue Systems | CodeCode Available | 1 | 5 |
| Ensemble Conformalized Quantile Regression for Probabilistic Time Series Forecasting | Feb 17, 2022 | Conformal PredictionPrediction Intervals | CodeCode Available | 1 | 5 |
| Augmented Sliced Wasserstein Distances | Jun 15, 2020 | Computational Efficiencyvalid | CodeCode Available | 1 | 5 |
| A general framework for inference on algorithm-agnostic variable importance | Apr 7, 2020 | valid | CodeCode Available | 1 | 5 |
| Error-quantified Conformal Inference for Time Series | Feb 2, 2025 | PredictionTime Series | CodeCode Available | 1 | 5 |
| Estimating Multi-cause Treatment Effects via Single-cause Perturbation | Dec 1, 2021 | Causal Inferencevalid | CodeCode Available | 1 | 5 |
| Auto IV: Counterfactual Prediction via Automatic Instrumental Variable Decomposition | Jul 13, 2021 | Causal Inferencecounterfactual | CodeCode Available | 1 | 5 |
| AmbiFC: Fact-Checking Ambiguous Claims with Evidence | Apr 1, 2021 | Claim VerificationEvidence Selection | CodeCode Available | 1 | 5 |
| Answering Ambiguous Questions via Iterative Prompting | Jul 8, 2023 | DiversityOpen-Domain Question Answering | CodeCode Available | 1 | 5 |
| Automated Parkinson's Disease Detection and Affective Analysis from Emotional EEG Signals | Feb 21, 2022 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 | 5 |
| DoubleML -- An Object-Oriented Implementation of Double Machine Learning in Python | Apr 7, 2021 | BIG-bench Machine Learningvalid | CodeCode Available | 1 | 5 |
| Autoregressive Unsupervised Image Segmentation | Jul 16, 2020 | ClusteringImage Segmentation | CodeCode Available | 1 | 5 |
| Artificial Pupil Dilation for Data Augmentation in Iris Semantic Segmentation | Dec 24, 2022 | Data AugmentationIris Recognition | CodeCode Available | 1 | 5 |
| ArtiBoost: Boosting Articulated 3D Hand-Object Pose Estimation via Online Exploration and Synthesis | Sep 12, 2021 | 3D Hand Pose Estimationhand-object pose | CodeCode Available | 1 | 5 |
| A framework for benchmarking clustering algorithms | Sep 20, 2022 | BenchmarkingClustering | CodeCode Available | 1 | 5 |
| Bayes-Newton Methods for Approximate Bayesian Inference with PSD Guarantees | Nov 2, 2021 | Bayesian InferenceGaussian Processes | CodeCode Available | 1 | 5 |
| Ask-before-Plan: Proactive Language Agents for Real-World Planning | Jun 18, 2024 | Decision Makingvalid | CodeCode Available | 1 | 5 |
| Fog Simulation on Real LiDAR Point Clouds for 3D Object Detection in Adverse Weather | Aug 11, 2021 | 3D Object DetectionObject | CodeCode Available | 1 | 5 |
| Any-Property-Conditional Molecule Generation with Self-Criticism using Spanning Trees | Jul 12, 2024 | Graph GenerationProperty Prediction | CodeCode Available | 1 | 5 |
| BenchCLAMP: A Benchmark for Evaluating Language Models on Syntactic and Semantic Parsing | Jun 21, 2022 | DecoderLanguage Modeling | CodeCode Available | 1 | 5 |
| Double/Debiased Machine Learning for Treatment and Causal Parameters | Jul 30, 2016 | BIG-bench Machine LearningCausal Inference | CodeCode Available | 1 | 5 |
| From Correspondences to Pose: Non-minimal Certifiably Optimal Relative Pose without Disambiguation | Dec 10, 2023 | 3D geometryPose Estimation | CodeCode Available | 1 | 5 |
| Anytime-valid off-policy inference for contextual bandits | Oct 19, 2022 | counterfactualMulti-Armed Bandits | CodeCode Available | 1 | 5 |
| Don't Generate, Discriminate: A Proposal for Grounding Language Models to Real-World Environments | Dec 19, 2022 | In-Context LearningKnowledge Base Question Answering | CodeCode Available | 1 | 5 |
